The newer Jinma's have both a electric pressure gauge and a low oil pressure idiot light on the combined instrunment panel(also has a charge idiot light).
Jinmaman, How cold is it where you are at? What weight oil do you have in it? There is oil in the oil pan as measured with the dipstick right(sorry, had to ask

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Unfortunatly it sounds like you did the difinitive oil pressure test. If you remove the pressure sender and no oil comes out after a few seconds when you crank it over, something is wrong. Did this happen after an oil change? What I understand from reading your post, it sounded like it had been running with normal pressure and you left it idle for a bit(10 min?). When you came back you noticed the light on and no oil pressure? Is that about what happened? A combination of very low temp and straight weight oil could give you a problem at startup on a cold(non pre-heated) engine but if it was already running normally this is not likley.
A little more info would be good to make certain but if I understand your post correctly, I would guess you have a oil pump problem. Most definitly DO NOT run it without oil pressure untill you get this resolved.
If you are not too mechanically inclined, now is the time to yard in one of your buddies who is(beer and pizza usually works for me

. The oil pump on the y380/385 engines is located in the oil pan. You will have to drain the oil and remove the pan to get at it. It is driven off a gear located in the middle of the Camshaft. The fact that the engine runs means the camshaft is ok so it is most likley something in the pump drive or plumbing. could be as simple as the oil pump outlet pipe being loose.